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Benchmarks
Node Anomaly Detection on BM-MT (F1-macro)
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0.9618
F1 Macro
UniGAD
0.228704
0.419027
0.60935
0.799673
Nov 10, 2024
F1 Macro
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Macro
UniGAD
Method Category=Multi-...
2024.11
0.9618
UniGAD
Method Category=Multi-...
2024.11
0.8253
BWGNN
Method Category=Node-l...
2024.11
0.7619
GCN
Method Category=Node-l...
2024.11
0.6972
GraphPrompt-U
Method Category=Multi-...
2024.11
0.4792
All-in-One-U
Method Category=Multi-...
2024.11
0.4136
BernNet
Method Category=Node-l...
2024.11
0.3026
SGC
Method Category=Node-l...
2024.11
0.2572
GIN
Method Category=Node-l...
2024.11
0.2569
GraphSAGE
Method Category=Node-l...
2024.11
0.2569
GAT
Method Category=Node-l...
2024.11
0.2569
PNA
Method Category=Node-l...
2024.11
0.2569
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